R Notebook

nominees[, `:=`(
  clean_category = tolower(gsub('.{7}$', '', category)),
  title = tolower(title),
  producer = tolower(producer),
  distributor = tolower(distributor)

)]


nom90 <- nominees %>% filter(year >= 1990)

shows <-
  nom90 %>%
  group_by(title, type) %>%
  summarise(no = n()) %>%
  spread (type, no)

`summarise()` has grouped output by 'title'. You can override using the `.groups` argument.

shows[is.na(shows)] <- 0
shows$totalType <- shows$Nominee + shows$Winner
shows$totalTypeRatio <- shows$Winner / shows$Nominee

# Top 20 shows by:
# Winners
WStop20 <-  shows[order(-shows$Winner),][1:10,]
WStop20Sort <- WStop20[order(WStop20$totalType),]
WStop20Sort$title <- as.factor(WStop20Sort$title)



viz_dbar <- function(df, xaxis1, xaxis2, yaxis, xname1, xname2) {
  fig <- plot_ly(
    df,
    x = xaxis1,
    y = yaxis,
    type = 'bar',
    text = xaxis1,
    textposition = 'auto',
    orientation = 'h',
    name = xname1,
    marker = list(
      color = 'rgba(153, 153, 153, 0.6)',
      line = list(color = 'rgba(153, 153, 153, 1.0)', width = 3)
    )
  )
  
  fig <- fig %>% add_trace(
    x = xaxis2,
    name = xname2,
    text = xaxis2,
    textposition = 'auto',
    marker = list(
      color = 'rgba(255, 153, 0, 0.6)',
      line = list(color = 'rgba(255, 153, 0, 1.0)', width = 3)
    )
  )
  fig <- fig %>% layout(
    barmode = 'stack',
    xaxis = list(title = "Nominee and Winners"),
    yaxis = list(
      categoryorder = "array",
      categoryarray = yaxis,
      ticksuffix = " "
    )
  )
  
  
  fig
}

viz_dbar(
  WStop20Sort,
  WStop20Sort$Nominee,
  WStop20Sort$Winner,
  WStop20Sort$title,
  "Nominee",
  "Winner"
)

NA

showsYear <-
  nom90 %>%
  group_by(year, title, type) %>%
  summarise(no = n()) %>%
  spread (type, no)

`summarise()` has grouped output by 'year', 'title'. You can override using the `.groups` argument.

showsYear[is.na(showsYear)] <- 0
showsYear$totalType <- showsYear$Nominee + showsYear$Winner



datos2 <- showsYear %>%
  group_by(year) %>%
  arrange(year, desc(totalType)) %>%
  mutate(ranking = row_number()) %>%
  filter(ranking <=10)

datos2$titleW <- sapply(datos2$title, FUN = function(x) {paste(strwrap(x, width = 20), collapse = '\n')})
backgroundcolor <- "#ECF0F5"
backgroundcolor <- "#ECF0F5"
animacion <- datos2 %>%
  ggplot() +
  geom_col(aes(ranking, totalType, fill = titleW)) +
  geom_text(aes(ranking, y=0 , label = titleW), hjust=1.1) + 
  geom_text(aes(x=10, y=max(totalType) , label = as.factor(year)), vjust = 0.2, alpha = 0.5,  col = "gray", size = 20) +
  coord_flip(clip = "off", expand = FALSE) + scale_x_reverse() +
  theme_minimal() + theme(
    panel.grid = element_blank(), 
    legend.position = "none",
    axis.ticks.y = element_blank(),
    axis.title.y = element_blank(),
    axis.text.y = element_blank(),
    plot.margin = margin(1, 4, 2,6, "cm"),
    panel.background = element_rect(fill = backgroundcolor, color = NA),
    plot.background = element_rect(fill = backgroundcolor),
    # panel.border = element_rect(colour = backgroundcolor),

  
  ) +
  transition_states(year, state_length = 0, transition_length = 2) +
  enter_fade() +
  exit_fade() + 
  ease_aes('quadratic-in-out') 

anim_save("showsRace.gif", animate(animacion, width = 900, height = 432, fps = 25, duration = 30, rewind = FALSE))

Rendering [>-------------------------------------------------------------------------------------------------------------------------------] at 16 fps ~ eta: 47s
Rendering [>-------------------------------------------------------------------------------------------------------------------------------] at 16 fps ~ eta: 46s
Rendering [>-------------------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 45s
Rendering [>-------------------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 44s
Rendering [=>------------------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 44s
Rendering [=>------------------------------------------------------------------------------------------------------------------------------] at 16 fps ~ eta: 45s
Rendering [=>------------------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 44s
Rendering [=>------------------------------------------------------------------------------------------------------------------------------] at 16 fps ~ eta: 45s
Rendering [==>-----------------------------------------------------------------------------------------------------------------------------] at 16 fps ~ eta: 45s
Rendering [==>-----------------------------------------------------------------------------------------------------------------------------] at 16 fps ~ eta: 44s
Rendering [==>-----------------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 44s
Rendering [===>----------------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 44s
Rendering [===>----------------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 43s
Rendering [====>---------------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 44s
Rendering [====>---------------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 43s
Rendering [=====>--------------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 43s
Rendering [======>-------------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 43s
Rendering [=======>------------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 43s
Rendering [=======>------------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 42s
Rendering [========>-----------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 42s
Rendering [========>-----------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 41s
Rendering [========>-----------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 42s
Rendering [=========>----------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 42s
Rendering [=========>----------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 41s
Rendering [==========>---------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 41s
Rendering [===========>--------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 41s
Rendering [===========>--------------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 40s
Rendering [===========>--------------------------------------------------------------------------------------------------------------------] at 16 fps ~ eta: 42s
Rendering [============>-------------------------------------------------------------------------------------------------------------------] at 16 fps ~ eta: 42s
Rendering [============>-------------------------------------------------------------------------------------------------------------------] at 16 fps ~ eta: 41s
Rendering [=============>------------------------------------------------------------------------------------------------------------------] at 16 fps ~ eta: 41s
Rendering [==============>-----------------------------------------------------------------------------------------------------------------] at 16 fps ~ eta: 40s
Rendering [==============>-----------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 40s
Rendering [===============>----------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 40s
Rendering [===============>----------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 39s
Rendering [================>---------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 39s
Rendering [=================>--------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 39s
Rendering [=================>--------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 38s
Rendering [==================>-------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 38s
Rendering [===================>------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 38s
Rendering [===================>------------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 37s
Rendering [====================>-----------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 37s
Rendering [=====================>----------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 37s
Rendering [=====================>----------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 36s
Rendering [======================>---------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 36s
Rendering [=======================>--------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 36s
Rendering [=======================>--------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 35s
Rendering [========================>-------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 35s
Rendering [=========================>------------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 35s
Rendering [==========================>-----------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 35s
Rendering [===========================>----------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 35s
Rendering [===========================>----------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 34s
Rendering [============================>---------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 34s
Rendering [=============================>--------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 34s
Rendering [==============================>-------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 34s
Rendering [==============================>-------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 33s
Rendering [===============================>------------------------------------------------------------------------------------------------] at 17 fps ~ eta: 33s
Rendering [================================>-----------------------------------------------------------------------------------------------] at 17 fps ~ eta: 33s
Rendering [=================================>----------------------------------------------------------------------------------------------] at 17 fps ~ eta: 33s
Rendering [=================================>----------------------------------------------------------------------------------------------] at 17 fps ~ eta: 32s
Rendering [=================================>----------------------------------------------------------------------------------------------] at 17 fps ~ eta: 33s
Rendering [=================================>----------------------------------------------------------------------------------------------] at 17 fps ~ eta: 32s
Rendering [==================================>---------------------------------------------------------------------------------------------] at 17 fps ~ eta: 32s
Rendering [===================================>--------------------------------------------------------------------------------------------] at 17 fps ~ eta: 32s
Rendering [====================================>-------------------------------------------------------------------------------------------] at 17 fps ~ eta: 32s
Rendering [=====================================>------------------------------------------------------------------------------------------] at 17 fps ~ eta: 31s
Rendering [======================================>-----------------------------------------------------------------------------------------] at 17 fps ~ eta: 31s
Rendering [=======================================>----------------------------------------------------------------------------------------] at 17 fps ~ eta: 31s
Rendering [========================================>---------------------------------------------------------------------------------------] at 17 fps ~ eta: 31s
Rendering [========================================>---------------------------------------------------------------------------------------] at 17 fps ~ eta: 30s
Rendering [=========================================>--------------------------------------------------------------------------------------] at 17 fps ~ eta: 30s
Rendering [==========================================>-------------------------------------------------------------------------------------] at 17 fps ~ eta: 30s
Rendering [===========================================>------------------------------------------------------------------------------------] at 17 fps ~ eta: 29s
Rendering [===========================================>------------------------------------------------------------------------------------] at 17 fps ~ eta: 30s
Rendering [============================================>-----------------------------------------------------------------------------------] at 17 fps ~ eta: 29s
Rendering [=============================================>----------------------------------------------------------------------------------] at 17 fps ~ eta: 29s
Rendering [==============================================>---------------------------------------------------------------------------------] at 17 fps ~ eta: 29s
Rendering [==============================================>---------------------------------------------------------------------------------] at 17 fps ~ eta: 28s
Rendering [===============================================>--------------------------------------------------------------------------------] at 17 fps ~ eta: 28s
Rendering [================================================>-------------------------------------------------------------------------------] at 17 fps ~ eta: 28s
Rendering [=================================================>------------------------------------------------------------------------------] at 17 fps ~ eta: 27s
Rendering [==================================================>-----------------------------------------------------------------------------] at 17 fps ~ eta: 27s
Rendering [===================================================>----------------------------------------------------------------------------] at 17 fps ~ eta: 27s
Rendering [===================================================>----------------------------------------------------------------------------] at 17 fps ~ eta: 26s
Rendering [====================================================>---------------------------------------------------------------------------] at 17 fps ~ eta: 26s
Rendering [=====================================================>--------------------------------------------------------------------------] at 17 fps ~ eta: 26s
Rendering [======================================================>-------------------------------------------------------------------------] at 17 fps ~ eta: 26s
Rendering [======================================================>-------------------------------------------------------------------------] at 17 fps ~ eta: 25s
Rendering [=======================================================>------------------------------------------------------------------------] at 17 fps ~ eta: 25s
Rendering [========================================================>-----------------------------------------------------------------------] at 17 fps ~ eta: 25s
Rendering [=========================================================>----------------------------------------------------------------------] at 17 fps ~ eta: 25s
Rendering [=========================================================>----------------------------------------------------------------------] at 17 fps ~ eta: 24s
Rendering [==========================================================>---------------------------------------------------------------------] at 17 fps ~ eta: 24s
Rendering [===========================================================>--------------------------------------------------------------------] at 17 fps ~ eta: 24s
Rendering [============================================================>-------------------------------------------------------------------] at 17 fps ~ eta: 24s
Rendering [============================================================>-------------------------------------------------------------------] at 17 fps ~ eta: 23s
Rendering [=============================================================>------------------------------------------------------------------] at 17 fps ~ eta: 23s
Rendering [==============================================================>-----------------------------------------------------------------] at 17 fps ~ eta: 23s
Rendering [==============================================================>-----------------------------------------------------------------] at 17 fps ~ eta: 22s
Rendering [===============================================================>----------------------------------------------------------------] at 17 fps ~ eta: 22s
Rendering [================================================================>---------------------------------------------------------------] at 17 fps ~ eta: 22s
Rendering [=================================================================>--------------------------------------------------------------] at 17 fps ~ eta: 22s
Rendering [=================================================================>--------------------------------------------------------------] at 17 fps ~ eta: 21s
Rendering [==================================================================>-------------------------------------------------------------] at 17 fps ~ eta: 21s
Rendering [===================================================================>------------------------------------------------------------] at 17 fps ~ eta: 21s
Rendering [====================================================================>-----------------------------------------------------------] at 17 fps ~ eta: 21s
Rendering [====================================================================>-----------------------------------------------------------] at 17 fps ~ eta: 20s
Rendering [=====================================================================>----------------------------------------------------------] at 17 fps ~ eta: 20s
Rendering [======================================================================>---------------------------------------------------------] at 17 fps ~ eta: 20s
Rendering [=======================================================================>--------------------------------------------------------] at 17 fps ~ eta: 20s
Rendering [=======================================================================>--------------------------------------------------------] at 17 fps ~ eta: 19s
Rendering [========================================================================>-------------------------------------------------------] at 17 fps ~ eta: 19s
Rendering [=========================================================================>------------------------------------------------------] at 17 fps ~ eta: 19s
Rendering [==========================================================================>-----------------------------------------------------] at 17 fps ~ eta: 19s
Rendering [==========================================================================>-----------------------------------------------------] at 17 fps ~ eta: 18s
Rendering [===========================================================================>----------------------------------------------------] at 17 fps ~ eta: 18s
Rendering [============================================================================>---------------------------------------------------] at 17 fps ~ eta: 18s
Rendering [=============================================================================>--------------------------------------------------] at 17 fps ~ eta: 18s
Rendering [=============================================================================>--------------------------------------------------] at 17 fps ~ eta: 17s
Rendering [==============================================================================>-------------------------------------------------] at 17 fps ~ eta: 17s
Rendering [===============================================================================>------------------------------------------------] at 17 fps ~ eta: 17s
Rendering [================================================================================>-----------------------------------------------] at 17 fps ~ eta: 17s
Rendering [================================================================================>-----------------------------------------------] at 17 fps ~ eta: 16s
Rendering [=================================================================================>----------------------------------------------] at 17 fps ~ eta: 16s
Rendering [==================================================================================>---------------------------------------------] at 17 fps ~ eta: 16s
Rendering [===================================================================================>--------------------------------------------] at 17 fps ~ eta: 15s
Rendering [====================================================================================>-------------------------------------------] at 17 fps ~ eta: 15s
Rendering [=====================================================================================>------------------------------------------] at 17 fps ~ eta: 15s
Rendering [=====================================================================================>------------------------------------------] at 17 fps ~ eta: 14s
Rendering [======================================================================================>-----------------------------------------] at 17 fps ~ eta: 14s
Rendering [=======================================================================================>----------------------------------------] at 17 fps ~ eta: 14s
Rendering [========================================================================================>---------------------------------------] at 17 fps ~ eta: 14s
Rendering [========================================================================================>---------------------------------------] at 17 fps ~ eta: 13s
Rendering [=========================================================================================>--------------------------------------] at 17 fps ~ eta: 13s
Rendering [==========================================================================================>-------------------------------------] at 17 fps ~ eta: 13s
Rendering [===========================================================================================>------------------------------------] at 17 fps ~ eta: 13s
Rendering [===========================================================================================>------------------------------------] at 17 fps ~ eta: 12s
Rendering [============================================================================================>-----------------------------------] at 17 fps ~ eta: 12s
Rendering [=============================================================================================>----------------------------------] at 17 fps ~ eta: 12s
Rendering [==============================================================================================>---------------------------------] at 17 fps ~ eta: 12s
Rendering [==============================================================================================>---------------------------------] at 17 fps ~ eta: 11s
Rendering [===============================================================================================>--------------------------------] at 17 fps ~ eta: 11s
Rendering [================================================================================================>-------------------------------] at 17 fps ~ eta: 11s
Rendering [=================================================================================================>------------------------------] at 17 fps ~ eta: 11s
Rendering [=================================================================================================>------------------------------] at 17 fps ~ eta: 10s
Rendering [==================================================================================================>-----------------------------] at 17 fps ~ eta: 10s
Rendering [===================================================================================================>----------------------------] at 17 fps ~ eta: 10s
Rendering [====================================================================================================>---------------------------] at 17 fps ~ eta: 10s
Rendering [====================================================================================================>---------------------------] at 17 fps ~ eta:  9s
Rendering [=====================================================================================================>--------------------------] at 17 fps ~ eta:  9s
Rendering [======================================================================================================>-------------------------] at 17 fps ~ eta:  9s
Rendering [=======================================================================================================>------------------------] at 17 fps ~ eta:  8s
Rendering [========================================================================================================>-----------------------] at 17 fps ~ eta:  8s
Rendering [=========================================================================================================>----------------------] at 17 fps ~ eta:  8s
Rendering [=========================================================================================================>----------------------] at 17 fps ~ eta:  7s
Rendering [==========================================================================================================>---------------------] at 17 fps ~ eta:  7s
Rendering [===========================================================================================================>--------------------] at 17 fps ~ eta:  7s
Rendering [============================================================================================================>-------------------] at 17 fps ~ eta:  7s
Rendering [============================================================================================================>-------------------] at 17 fps ~ eta:  6s
Rendering [=============================================================================================================>------------------] at 17 fps ~ eta:  6s
Rendering [==============================================================================================================>-----------------] at 17 fps ~ eta:  6s
Rendering [===============================================================================================================>----------------] at 17 fps ~ eta:  6s
Rendering [===============================================================================================================>----------------] at 17 fps ~ eta:  5s
Rendering [================================================================================================================>---------------] at 17 fps ~ eta:  5s
Rendering [=================================================================================================================>--------------] at 17 fps ~ eta:  5s
Rendering [==================================================================================================================>-------------] at 17 fps ~ eta:  5s
Rendering [==================================================================================================================>-------------] at 17 fps ~ eta:  4s
Rendering [===================================================================================================================>------------] at 17 fps ~ eta:  4s
Rendering [====================================================================================================================>-----------] at 17 fps ~ eta:  4s
Rendering [=====================================================================================================================>----------] at 17 fps ~ eta:  4s
Rendering [=====================================================================================================================>----------] at 17 fps ~ eta:  3s
Rendering [======================================================================================================================>---------] at 17 fps ~ eta:  3s
Rendering [=======================================================================================================================>--------] at 17 fps ~ eta:  3s
Rendering [========================================================================================================================>-------] at 17 fps ~ eta:  3s
Rendering [========================================================================================================================>-------] at 17 fps ~ eta:  2s
Rendering [=========================================================================================================================>------] at 17 fps ~ eta:  2s
Rendering [==========================================================================================================================>-----] at 17 fps ~ eta:  2s
Rendering [===========================================================================================================================>----] at 17 fps ~ eta:  2s
Rendering [===========================================================================================================================>----] at 17 fps ~ eta:  1s
Rendering [============================================================================================================================>---] at 17 fps ~ eta:  1s
Rendering [=============================================================================================================================>--] at 17 fps ~ eta:  1s
Rendering [==============================================================================================================================>-] at 17 fps ~ eta:  0s
Rendering [===============================================================================================================================>] at 17 fps ~ eta:  0s
Rendering [================================================================================================================================] at 17 fps ~ eta:  0s
                                                                                                                                                                 


Inserting image 1 at 0.00s (0%)...
Inserting image 2 at 0.04s (0%)...
Inserting image 3 at 0.08s (0%)...
Inserting image 4 at 0.12s (0%)...
Inserting image 5 at 0.16s (0%)...
Inserting image 6 at 0.20s (0%)...
Inserting image 7 at 0.24s (0%)...
Inserting image 8 at 0.28s (1%)...
Inserting image 9 at 0.32s (1%)...
Inserting image 10 at 0.36s (1%)...
Inserting image 11 at 0.40s (1%)...
Inserting image 12 at 0.44s (1%)...
Inserting image 13 at 0.48s (1%)...
Inserting image 14 at 0.52s (1%)...
Inserting image 15 at 0.56s (2%)...
Inserting image 16 at 0.60s (2%)...
Inserting image 17 at 0.64s (2%)...
Inserting image 18 at 0.68s (2%)...
Inserting image 19 at 0.72s (2%)...
Inserting image 20 at 0.76s (2%)...
Inserting image 21 at 0.80s (2%)...
Inserting image 22 at 0.84s (2%)...
Inserting image 23 at 0.88s (3%)...
Inserting image 24 at 0.92s (3%)...
Inserting image 25 at 0.96s (3%)...
Inserting image 26 at 1.00s (3%)...
Inserting image 27 at 1.04s (3%)...
Inserting image 28 at 1.08s (3%)...
Inserting image 29 at 1.12s (3%)...
Inserting image 30 at 1.16s (4%)...
Inserting image 31 at 1.20s (4%)...
Inserting image 32 at 1.24s (4%)...
Inserting image 33 at 1.28s (4%)...
Inserting image 34 at 1.32s (4%)...
Inserting image 35 at 1.36s (4%)...
Inserting image 36 at 1.40s (4%)...
Inserting image 37 at 1.44s (4%)...
Inserting image 38 at 1.48s (5%)...
Inserting image 39 at 1.52s (5%)...
Inserting image 40 at 1.56s (5%)...
Inserting image 41 at 1.60s (5%)...
Inserting image 42 at 1.64s (5%)...
Inserting image 43 at 1.68s (5%)...
Inserting image 44 at 1.72s (5%)...
Inserting image 45 at 1.76s (6%)...
Inserting image 46 at 1.80s (6%)...
Inserting image 47 at 1.84s (6%)...
Inserting image 48 at 1.88s (6%)...
Inserting image 49 at 1.92s (6%)...
Inserting image 50 at 1.96s (6%)...
Inserting image 51 at 2.00s (6%)...
Inserting image 52 at 2.04s (6%)...
Inserting image 53 at 2.08s (7%)...
Inserting image 54 at 2.12s (7%)...
Inserting image 55 at 2.16s (7%)...
Inserting image 56 at 2.20s (7%)...
Inserting image 57 at 2.24s (7%)...
Inserting image 58 at 2.28s (7%)...
Inserting image 59 at 2.32s (7%)...
Inserting image 60 at 2.36s (8%)...
Inserting image 61 at 2.40s (8%)...
Inserting image 62 at 2.44s (8%)...
Inserting image 63 at 2.48s (8%)...
Inserting image 64 at 2.52s (8%)...
Inserting image 65 at 2.56s (8%)...
Inserting image 66 at 2.60s (8%)...
Inserting image 67 at 2.64s (8%)...
Inserting image 68 at 2.68s (9%)...
Inserting image 69 at 2.72s (9%)...
Inserting image 70 at 2.76s (9%)...
Inserting image 71 at 2.80s (9%)...
Inserting image 72 at 2.84s (9%)...
Inserting image 73 at 2.88s (9%)...
Inserting image 74 at 2.92s (9%)...
Inserting image 75 at 2.96s (10%)...
Inserting image 76 at 3.00s (10%)...
Inserting image 77 at 3.04s (10%)...
Inserting image 78 at 3.08s (10%)...
Inserting image 79 at 3.12s (10%)...
Inserting image 80 at 3.16s (10%)...
Inserting image 81 at 3.20s (10%)...
Inserting image 82 at 3.24s (10%)...
Inserting image 83 at 3.28s (11%)...
Inserting image 84 at 3.32s (11%)...
Inserting image 85 at 3.36s (11%)...
Inserting image 86 at 3.40s (11%)...
Inserting image 87 at 3.44s (11%)...
Inserting image 88 at 3.48s (11%)...
Inserting image 89 at 3.52s (11%)...
Inserting image 90 at 3.56s (12%)...
Inserting image 91 at 3.60s (12%)...
Inserting image 92 at 3.64s (12%)...
Inserting image 93 at 3.68s (12%)...
Inserting image 94 at 3.72s (12%)...
Inserting image 95 at 3.76s (12%)...
Inserting image 96 at 3.80s (12%)...
Inserting image 97 at 3.84s (12%)...
Inserting image 98 at 3.88s (13%)...
Inserting image 99 at 3.92s (13%)...
Inserting image 100 at 3.96s (13%)...
Inserting image 101 at 4.00s (13%)...
Inserting image 102 at 4.04s (13%)...
Inserting image 103 at 4.08s (13%)...
Inserting image 104 at 4.12s (13%)...
Inserting image 105 at 4.16s (14%)...
Inserting image 106 at 4.20s (14%)...
Inserting image 107 at 4.24s (14%)...
Inserting image 108 at 4.28s (14%)...
Inserting image 109 at 4.32s (14%)...
Inserting image 110 at 4.36s (14%)...
Inserting image 111 at 4.40s (14%)...
Inserting image 112 at 4.44s (14%)...
Inserting image 113 at 4.48s (15%)...
Inserting image 114 at 4.52s (15%)...
Inserting image 115 at 4.56s (15%)...
Inserting image 116 at 4.60s (15%)...
Inserting image 117 at 4.64s (15%)...
Inserting image 118 at 4.68s (15%)...
Inserting image 119 at 4.72s (15%)...
Inserting image 120 at 4.76s (16%)...
Inserting image 121 at 4.80s (16%)...
Inserting image 122 at 4.84s (16%)...
Inserting image 123 at 4.88s (16%)...
Inserting image 124 at 4.92s (16%)...
Inserting image 125 at 4.96s (16%)...
Inserting image 126 at 5.00s (16%)...
Inserting image 127 at 5.04s (16%)...
Inserting image 128 at 5.08s (17%)...
Inserting image 129 at 5.12s (17%)...
Inserting image 130 at 5.16s (17%)...
Inserting image 131 at 5.20s (17%)...
Inserting image 132 at 5.24s (17%)...
Inserting image 133 at 5.28s (17%)...
Inserting image 134 at 5.32s (17%)...
Inserting image 135 at 5.36s (18%)...
Inserting image 136 at 5.40s (18%)...
Inserting image 137 at 5.44s (18%)...
Inserting image 138 at 5.48s (18%)...
Inserting image 139 at 5.52s (18%)...
Inserting image 140 at 5.56s (18%)...
Inserting image 141 at 5.60s (18%)...
Inserting image 142 at 5.64s (18%)...
Inserting image 143 at 5.68s (19%)...
Inserting image 144 at 5.72s (19%)...
Inserting image 145 at 5.76s (19%)...
Inserting image 146 at 5.80s (19%)...
Inserting image 147 at 5.84s (19%)...
Inserting image 148 at 5.88s (19%)...
Inserting image 149 at 5.92s (19%)...
Inserting image 150 at 5.96s (20%)...
Inserting image 151 at 6.00s (20%)...
Inserting image 152 at 6.04s (20%)...
Inserting image 153 at 6.08s (20%)...
Inserting image 154 at 6.12s (20%)...
Inserting image 155 at 6.16s (20%)...
Inserting image 156 at 6.20s (20%)...
Inserting image 157 at 6.24s (20%)...
Inserting image 158 at 6.28s (21%)...
Inserting image 159 at 6.32s (21%)...
Inserting image 160 at 6.36s (21%)...
Inserting image 161 at 6.40s (21%)...
Inserting image 162 at 6.44s (21%)...
Inserting image 163 at 6.48s (21%)...
Inserting image 164 at 6.52s (21%)...
Inserting image 165 at 6.56s (22%)...
Inserting image 166 at 6.60s (22%)...
Inserting image 167 at 6.64s (22%)...
Inserting image 168 at 6.68s (22%)...
Inserting image 169 at 6.72s (22%)...
Inserting image 170 at 6.76s (22%)...
Inserting image 171 at 6.80s (22%)...
Inserting image 172 at 6.84s (22%)...
Inserting image 173 at 6.88s (23%)...
Inserting image 174 at 6.92s (23%)...
Inserting image 175 at 6.96s (23%)...
Inserting image 176 at 7.00s (23%)...
Inserting image 177 at 7.04s (23%)...
Inserting image 178 at 7.08s (23%)...
Inserting image 179 at 7.12s (23%)...
Inserting image 180 at 7.16s (24%)...
Inserting image 181 at 7.20s (24%)...
Inserting image 182 at 7.24s (24%)...
Inserting image 183 at 7.28s (24%)...
Inserting image 184 at 7.32s (24%)...
Inserting image 185 at 7.36s (24%)...
Inserting image 186 at 7.40s (24%)...
Inserting image 187 at 7.44s (24%)...
Inserting image 188 at 7.48s (25%)...
Inserting image 189 at 7.52s (25%)...
Inserting image 190 at 7.56s (25%)...
Inserting image 191 at 7.60s (25%)...
Inserting image 192 at 7.64s (25%)...
Inserting image 193 at 7.68s (25%)...
Inserting image 194 at 7.72s (25%)...
Inserting image 195 at 7.76s (26%)...
Inserting image 196 at 7.80s (26%)...
Inserting image 197 at 7.84s (26%)...
Inserting image 198 at 7.88s (26%)...
Inserting image 199 at 7.92s (26%)...
Inserting image 200 at 7.96s (26%)...
Inserting image 201 at 8.00s (26%)...
Inserting image 202 at 8.04s (26%)...
Inserting image 203 at 8.08s (27%)...
Inserting image 204 at 8.12s (27%)...
Inserting image 205 at 8.16s (27%)...
Inserting image 206 at 8.20s (27%)...
Inserting image 207 at 8.24s (27%)...
Inserting image 208 at 8.28s (27%)...
Inserting image 209 at 8.32s (27%)...
Inserting image 210 at 8.36s (28%)...
Inserting image 211 at 8.40s (28%)...
Inserting image 212 at 8.44s (28%)...
Inserting image 213 at 8.48s (28%)...
Inserting image 214 at 8.52s (28%)...
Inserting image 215 at 8.56s (28%)...
Inserting image 216 at 8.60s (28%)...
Inserting image 217 at 8.64s (28%)...
Inserting image 218 at 8.68s (29%)...
Inserting image 219 at 8.72s (29%)...
Inserting image 220 at 8.76s (29%)...
Inserting image 221 at 8.80s (29%)...
Inserting image 222 at 8.84s (29%)...
Inserting image 223 at 8.88s (29%)...
Inserting image 224 at 8.92s (29%)...
Inserting image 225 at 8.96s (30%)...
Inserting image 226 at 9.00s (30%)...
Inserting image 227 at 9.04s (30%)...
Inserting image 228 at 9.08s (30%)...
Inserting image 229 at 9.12s (30%)...
Inserting image 230 at 9.16s (30%)...
Inserting image 231 at 9.20s (30%)...
Inserting image 232 at 9.24s (30%)...
Inserting image 233 at 9.28s (31%)...
Inserting image 234 at 9.32s (31%)...
Inserting image 235 at 9.36s (31%)...
Inserting image 236 at 9.40s (31%)...
Inserting image 237 at 9.44s (31%)...
Inserting image 238 at 9.48s (31%)...
Inserting image 239 at 9.52s (31%)...
Inserting image 240 at 9.56s (32%)...
Inserting image 241 at 9.60s (32%)...
Inserting image 242 at 9.64s (32%)...
Inserting image 243 at 9.68s (32%)...
Inserting image 244 at 9.72s (32%)...
Inserting image 245 at 9.76s (32%)...
Inserting image 246 at 9.80s (32%)...
Inserting image 247 at 9.84s (32%)...
Inserting image 248 at 9.88s (33%)...
Inserting image 249 at 9.92s (33%)...
Inserting image 250 at 9.96s (33%)...
Inserting image 251 at 10.00s (33%)...
Inserting image 252 at 10.04s (33%)...
Inserting image 253 at 10.08s (33%)...
Inserting image 254 at 10.12s (33%)...
Inserting image 255 at 10.16s (34%)...
Inserting image 256 at 10.20s (34%)...
Inserting image 257 at 10.24s (34%)...
Inserting image 258 at 10.28s (34%)...
Inserting image 259 at 10.32s (34%)...
Inserting image 260 at 10.36s (34%)...
Inserting image 261 at 10.40s (34%)...
Inserting image 262 at 10.44s (34%)...
Inserting image 263 at 10.48s (35%)...
Inserting image 264 at 10.52s (35%)...
Inserting image 265 at 10.56s (35%)...
Inserting image 266 at 10.60s (35%)...
Inserting image 267 at 10.64s (35%)...
Inserting image 268 at 10.68s (35%)...
Inserting image 269 at 10.72s (35%)...
Inserting image 270 at 10.76s (36%)...
Inserting image 271 at 10.80s (36%)...
Inserting image 272 at 10.84s (36%)...
Inserting image 273 at 10.88s (36%)...
Inserting image 274 at 10.92s (36%)...
Inserting image 275 at 10.96s (36%)...
Inserting image 276 at 11.00s (36%)...
Inserting image 277 at 11.04s (36%)...
Inserting image 278 at 11.08s (37%)...
Inserting image 279 at 11.12s (37%)...
Inserting image 280 at 11.16s (37%)...
Inserting image 281 at 11.20s (37%)...
Inserting image 282 at 11.24s (37%)...
Inserting image 283 at 11.28s (37%)...
Inserting image 284 at 11.32s (37%)...
Inserting image 285 at 11.36s (38%)...
Inserting image 286 at 11.40s (38%)...
Inserting image 287 at 11.44s (38%)...
Inserting image 288 at 11.48s (38%)...
Inserting image 289 at 11.52s (38%)...
Inserting image 290 at 11.56s (38%)...
Inserting image 291 at 11.60s (38%)...
Inserting image 292 at 11.64s (38%)...
Inserting image 293 at 11.68s (39%)...
Inserting image 294 at 11.72s (39%)...
Inserting image 295 at 11.76s (39%)...
Inserting image 296 at 11.80s (39%)...
Inserting image 297 at 11.84s (39%)...
Inserting image 298 at 11.88s (39%)...
Inserting image 299 at 11.92s (39%)...
Inserting image 300 at 11.96s (40%)...
Inserting image 301 at 12.00s (40%)...
Inserting image 302 at 12.04s (40%)...
Inserting image 303 at 12.08s (40%)...
Inserting image 304 at 12.12s (40%)...
Inserting image 305 at 12.16s (40%)...
Inserting image 306 at 12.20s (40%)...
Inserting image 307 at 12.24s (40%)...
Inserting image 308 at 12.28s (41%)...
Inserting image 309 at 12.32s (41%)...
Inserting image 310 at 12.36s (41%)...
Inserting image 311 at 12.40s (41%)...
Inserting image 312 at 12.44s (41%)...
Inserting image 313 at 12.48s (41%)...
Inserting image 314 at 12.52s (41%)...
Inserting image 315 at 12.56s (42%)...
Inserting image 316 at 12.60s (42%)...
Inserting image 317 at 12.64s (42%)...
Inserting image 318 at 12.68s (42%)...
Inserting image 319 at 12.72s (42%)...
Inserting image 320 at 12.76s (42%)...
Inserting image 321 at 12.80s (42%)...
Inserting image 322 at 12.84s (42%)...
Inserting image 323 at 12.88s (43%)...
Inserting image 324 at 12.92s (43%)...
Inserting image 325 at 12.96s (43%)...
Inserting image 326 at 13.00s (43%)...
Inserting image 327 at 13.04s (43%)...
Inserting image 328 at 13.08s (43%)...
Inserting image 329 at 13.12s (43%)...
Inserting image 330 at 13.16s (44%)...
Inserting image 331 at 13.20s (44%)...
Inserting image 332 at 13.24s (44%)...
Inserting image 333 at 13.28s (44%)...
Inserting image 334 at 13.32s (44%)...
Inserting image 335 at 13.36s (44%)...
Inserting image 336 at 13.40s (44%)...
Inserting image 337 at 13.44s (44%)...
Inserting image 338 at 13.48s (45%)...
Inserting image 339 at 13.52s (45%)...
Inserting image 340 at 13.56s (45%)...
Inserting image 341 at 13.60s (45%)...
Inserting image 342 at 13.64s (45%)...
Inserting image 343 at 13.68s (45%)...
Inserting image 344 at 13.72s (45%)...
Inserting image 345 at 13.76s (46%)...
Inserting image 346 at 13.80s (46%)...
Inserting image 347 at 13.84s (46%)...
Inserting image 348 at 13.88s (46%)...
Inserting image 349 at 13.92s (46%)...
Inserting image 350 at 13.96s (46%)...
Inserting image 351 at 14.00s (46%)...
Inserting image 352 at 14.04s (46%)...
Inserting image 353 at 14.08s (47%)...
Inserting image 354 at 14.12s (47%)...
Inserting image 355 at 14.16s (47%)...
Inserting image 356 at 14.20s (47%)...
Inserting image 357 at 14.24s (47%)...
Inserting image 358 at 14.28s (47%)...
Inserting image 359 at 14.32s (47%)...
Inserting image 360 at 14.36s (48%)...
Inserting image 361 at 14.40s (48%)...
Inserting image 362 at 14.44s (48%)...
Inserting image 363 at 14.48s (48%)...
Inserting image 364 at 14.52s (48%)...
Inserting image 365 at 14.56s (48%)...
Inserting image 366 at 14.60s (48%)...
Inserting image 367 at 14.64s (48%)...
Inserting image 368 at 14.68s (49%)...
Inserting image 369 at 14.72s (49%)...
Inserting image 370 at 14.76s (49%)...
Inserting image 371 at 14.80s (49%)...
Inserting image 372 at 14.84s (49%)...
Inserting image 373 at 14.88s (49%)...
Inserting image 374 at 14.92s (49%)...
Inserting image 375 at 14.96s (50%)...
Inserting image 376 at 15.00s (50%)...
Inserting image 377 at 15.04s (50%)...
Inserting image 378 at 15.08s (50%)...
Inserting image 379 at 15.12s (50%)...
Inserting image 380 at 15.16s (50%)...
Inserting image 381 at 15.20s (50%)...
Inserting image 382 at 15.24s (50%)...
Inserting image 383 at 15.28s (51%)...
Inserting image 384 at 15.32s (51%)...
Inserting image 385 at 15.36s (51%)...
Inserting image 386 at 15.40s (51%)...
Inserting image 387 at 15.44s (51%)...
Inserting image 388 at 15.48s (51%)...
Inserting image 389 at 15.52s (51%)...
Inserting image 390 at 15.56s (52%)...
Inserting image 391 at 15.60s (52%)...
Inserting image 392 at 15.64s (52%)...
Inserting image 393 at 15.68s (52%)...
Inserting image 394 at 15.72s (52%)...
Inserting image 395 at 15.76s (52%)...
Inserting image 396 at 15.80s (52%)...
Inserting image 397 at 15.84s (52%)...
Inserting image 398 at 15.88s (53%)...
Inserting image 399 at 15.92s (53%)...
Inserting image 400 at 15.96s (53%)...
Inserting image 401 at 16.00s (53%)...
Inserting image 402 at 16.04s (53%)...
Inserting image 403 at 16.08s (53%)...
Inserting image 404 at 16.12s (53%)...
Inserting image 405 at 16.16s (54%)...
Inserting image 406 at 16.20s (54%)...
Inserting image 407 at 16.24s (54%)...
Inserting image 408 at 16.28s (54%)...
Inserting image 409 at 16.32s (54%)...
Inserting image 410 at 16.36s (54%)...
Inserting image 411 at 16.40s (54%)...
Inserting image 412 at 16.44s (54%)...
Inserting image 413 at 16.48s (55%)...
Inserting image 414 at 16.52s (55%)...
Inserting image 415 at 16.56s (55%)...
Inserting image 416 at 16.60s (55%)...
Inserting image 417 at 16.64s (55%)...
Inserting image 418 at 16.68s (55%)...
Inserting image 419 at 16.72s (55%)...
Inserting image 420 at 16.76s (56%)...
Inserting image 421 at 16.80s (56%)...
Inserting image 422 at 16.84s (56%)...
Inserting image 423 at 16.88s (56%)...
Inserting image 424 at 16.92s (56%)...
Inserting image 425 at 16.96s (56%)...
Inserting image 426 at 17.00s (56%)...
Inserting image 427 at 17.04s (56%)...
Inserting image 428 at 17.08s (57%)...
Inserting image 429 at 17.12s (57%)...
Inserting image 430 at 17.16s (57%)...
Inserting image 431 at 17.20s (57%)...
Inserting image 432 at 17.24s (57%)...
Inserting image 433 at 17.28s (57%)...
Inserting image 434 at 17.32s (57%)...
Inserting image 435 at 17.36s (58%)...
Inserting image 436 at 17.40s (58%)...
Inserting image 437 at 17.44s (58%)...
Inserting image 438 at 17.48s (58%)...
Inserting image 439 at 17.52s (58%)...
Inserting image 440 at 17.56s (58%)...
Inserting image 441 at 17.60s (58%)...
Inserting image 442 at 17.64s (58%)...
Inserting image 443 at 17.68s (59%)...
Inserting image 444 at 17.72s (59%)...
Inserting image 445 at 17.76s (59%)...
Inserting image 446 at 17.80s (59%)...
Inserting image 447 at 17.84s (59%)...
Inserting image 448 at 17.88s (59%)...
Inserting image 449 at 17.92s (59%)...
Inserting image 450 at 17.96s (60%)...
Inserting image 451 at 18.00s (60%)...
Inserting image 452 at 18.04s (60%)...
Inserting image 453 at 18.08s (60%)...
Inserting image 454 at 18.12s (60%)...
Inserting image 455 at 18.16s (60%)...
Inserting image 456 at 18.20s (60%)...
Inserting image 457 at 18.24s (60%)...
Inserting image 458 at 18.28s (61%)...
Inserting image 459 at 18.32s (61%)...
Inserting image 460 at 18.36s (61%)...
Inserting image 461 at 18.40s (61%)...
Inserting image 462 at 18.44s (61%)...
Inserting image 463 at 18.48s (61%)...
Inserting image 464 at 18.52s (61%)...
Inserting image 465 at 18.56s (62%)...
Inserting image 466 at 18.60s (62%)...
Inserting image 467 at 18.64s (62%)...
Inserting image 468 at 18.68s (62%)...
Inserting image 469 at 18.72s (62%)...
Inserting image 470 at 18.76s (62%)...
Inserting image 471 at 18.80s (62%)...
Inserting image 472 at 18.84s (62%)...
Inserting image 473 at 18.88s (63%)...
Inserting image 474 at 18.92s (63%)...
Inserting image 475 at 18.96s (63%)...
Inserting image 476 at 19.00s (63%)...
Inserting image 477 at 19.04s (63%)...
Inserting image 478 at 19.08s (63%)...
Inserting image 479 at 19.12s (63%)...
Inserting image 480 at 19.16s (64%)...
Inserting image 481 at 19.20s (64%)...
Inserting image 482 at 19.24s (64%)...
Inserting image 483 at 19.28s (64%)...
Inserting image 484 at 19.32s (64%)...
Inserting image 485 at 19.36s (64%)...
Inserting image 486 at 19.40s (64%)...
Inserting image 487 at 19.44s (64%)...
Inserting image 488 at 19.48s (65%)...
Inserting image 489 at 19.52s (65%)...
Inserting image 490 at 19.56s (65%)...
Inserting image 491 at 19.60s (65%)...
Inserting image 492 at 19.64s (65%)...
Inserting image 493 at 19.68s (65%)...
Inserting image 494 at 19.72s (65%)...
Inserting image 495 at 19.76s (66%)...
Inserting image 496 at 19.80s (66%)...
Inserting image 497 at 19.84s (66%)...
Inserting image 498 at 19.88s (66%)...
Inserting image 499 at 19.92s (66%)...
Inserting image 500 at 19.96s (66%)...
Inserting image 501 at 20.00s (66%)...
Inserting image 502 at 20.04s (66%)...
Inserting image 503 at 20.08s (67%)...
Inserting image 504 at 20.12s (67%)...
Inserting image 505 at 20.16s (67%)...
Inserting image 506 at 20.20s (67%)...
Inserting image 507 at 20.24s (67%)...
Inserting image 508 at 20.28s (67%)...
Inserting image 509 at 20.32s (67%)...
Inserting image 510 at 20.36s (68%)...
Inserting image 511 at 20.40s (68%)...
Inserting image 512 at 20.44s (68%)...
Inserting image 513 at 20.48s (68%)...
Inserting image 514 at 20.52s (68%)...
Inserting image 515 at 20.56s (68%)...
Inserting image 516 at 20.60s (68%)...
Inserting image 517 at 20.64s (68%)...
Inserting image 518 at 20.68s (69%)...
Inserting image 519 at 20.72s (69%)...
Inserting image 520 at 20.76s (69%)...
Inserting image 521 at 20.80s (69%)...
Inserting image 522 at 20.84s (69%)...
Inserting image 523 at 20.88s (69%)...
Inserting image 524 at 20.92s (69%)...
Inserting image 525 at 20.96s (70%)...
Inserting image 526 at 21.00s (70%)...
Inserting image 527 at 21.04s (70%)...
Inserting image 528 at 21.08s (70%)...
Inserting image 529 at 21.12s (70%)...
Inserting image 530 at 21.16s (70%)...
Inserting image 531 at 21.20s (70%)...
Inserting image 532 at 21.24s (70%)...
Inserting image 533 at 21.28s (71%)...
Inserting image 534 at 21.32s (71%)...
Inserting image 535 at 21.36s (71%)...
Inserting image 536 at 21.40s (71%)...
Inserting image 537 at 21.44s (71%)...
Inserting image 538 at 21.48s (71%)...
Inserting image 539 at 21.52s (71%)...
Inserting image 540 at 21.56s (72%)...
Inserting image 541 at 21.60s (72%)...
Inserting image 542 at 21.64s (72%)...
Inserting image 543 at 21.68s (72%)...
Inserting image 544 at 21.72s (72%)...
Inserting image 545 at 21.76s (72%)...
Inserting image 546 at 21.80s (72%)...
Inserting image 547 at 21.84s (72%)...
Inserting image 548 at 21.88s (73%)...
Inserting image 549 at 21.92s (73%)...
Inserting image 550 at 21.96s (73%)...
Inserting image 551 at 22.00s (73%)...
Inserting image 552 at 22.04s (73%)...
Inserting image 553 at 22.08s (73%)...
Inserting image 554 at 22.12s (73%)...
Inserting image 555 at 22.16s (74%)...
Inserting image 556 at 22.20s (74%)...
Inserting image 557 at 22.24s (74%)...
Inserting image 558 at 22.28s (74%)...
Inserting image 559 at 22.32s (74%)...
Inserting image 560 at 22.36s (74%)...
Inserting image 561 at 22.40s (74%)...
Inserting image 562 at 22.44s (74%)...
Inserting image 563 at 22.48s (75%)...
Inserting image 564 at 22.52s (75%)...
Inserting image 565 at 22.56s (75%)...
Inserting image 566 at 22.60s (75%)...
Inserting image 567 at 22.64s (75%)...
Inserting image 568 at 22.68s (75%)...
Inserting image 569 at 22.72s (75%)...
Inserting image 570 at 22.76s (76%)...
Inserting image 571 at 22.80s (76%)...
Inserting image 572 at 22.84s (76%)...
Inserting image 573 at 22.88s (76%)...
Inserting image 574 at 22.92s (76%)...
Inserting image 575 at 22.96s (76%)...
Inserting image 576 at 23.00s (76%)...
Inserting image 577 at 23.04s (76%)...
Inserting image 578 at 23.08s (77%)...
Inserting image 579 at 23.12s (77%)...
Inserting image 580 at 23.16s (77%)...
Inserting image 581 at 23.20s (77%)...
Inserting image 582 at 23.24s (77%)...
Inserting image 583 at 23.28s (77%)...
Inserting image 584 at 23.32s (77%)...
Inserting image 585 at 23.36s (78%)...
Inserting image 586 at 23.40s (78%)...
Inserting image 587 at 23.44s (78%)...
Inserting image 588 at 23.48s (78%)...
Inserting image 589 at 23.52s (78%)...
Inserting image 590 at 23.56s (78%)...
Inserting image 591 at 23.60s (78%)...
Inserting image 592 at 23.64s (78%)...
Inserting image 593 at 23.68s (79%)...
Inserting image 594 at 23.72s (79%)...
Inserting image 595 at 23.76s (79%)...
Inserting image 596 at 23.80s (79%)...
Inserting image 597 at 23.84s (79%)...
Inserting image 598 at 23.88s (79%)...
Inserting image 599 at 23.92s (79%)...
Inserting image 600 at 23.96s (80%)...
Inserting image 601 at 24.00s (80%)...
Inserting image 602 at 24.04s (80%)...
Inserting image 603 at 24.08s (80%)...
Inserting image 604 at 24.12s (80%)...
Inserting image 605 at 24.16s (80%)...
Inserting image 606 at 24.20s (80%)...
Inserting image 607 at 24.24s (80%)...
Inserting image 608 at 24.28s (81%)...
Inserting image 609 at 24.32s (81%)...
Inserting image 610 at 24.36s (81%)...
Inserting image 611 at 24.40s (81%)...
Inserting image 612 at 24.44s (81%)...
Inserting image 613 at 24.48s (81%)...
Inserting image 614 at 24.52s (81%)...
Inserting image 615 at 24.56s (82%)...
Inserting image 616 at 24.60s (82%)...
Inserting image 617 at 24.64s (82%)...
Inserting image 618 at 24.68s (82%)...
Inserting image 619 at 24.72s (82%)...
Inserting image 620 at 24.76s (82%)...
Inserting image 621 at 24.80s (82%)...
Inserting image 622 at 24.84s (82%)...
Inserting image 623 at 24.88s (83%)...
Inserting image 624 at 24.92s (83%)...
Inserting image 625 at 24.96s (83%)...
Inserting image 626 at 25.00s (83%)...
Inserting image 627 at 25.04s (83%)...
Inserting image 628 at 25.08s (83%)...
Inserting image 629 at 25.12s (83%)...
Inserting image 630 at 25.16s (84%)...
Inserting image 631 at 25.20s (84%)...
Inserting image 632 at 25.24s (84%)...
Inserting image 633 at 25.28s (84%)...
Inserting image 634 at 25.32s (84%)...
Inserting image 635 at 25.36s (84%)...
Inserting image 636 at 25.40s (84%)...
Inserting image 637 at 25.44s (84%)...
Inserting image 638 at 25.48s (85%)...
Inserting image 639 at 25.52s (85%)...
Inserting image 640 at 25.56s (85%)...
Inserting image 641 at 25.60s (85%)...
Inserting image 642 at 25.64s (85%)...
Inserting image 643 at 25.68s (85%)...
Inserting image 644 at 25.72s (85%)...
Inserting image 645 at 25.76s (86%)...
Inserting image 646 at 25.80s (86%)...
Inserting image 647 at 25.84s (86%)...
Inserting image 648 at 25.88s (86%)...
Inserting image 649 at 25.92s (86%)...
Inserting image 650 at 25.96s (86%)...
Inserting image 651 at 26.00s (86%)...
Inserting image 652 at 26.04s (86%)...
Inserting image 653 at 26.08s (87%)...
Inserting image 654 at 26.12s (87%)...
Inserting image 655 at 26.16s (87%)...
Inserting image 656 at 26.20s (87%)...
Inserting image 657 at 26.24s (87%)...
Inserting image 658 at 26.28s (87%)...
Inserting image 659 at 26.32s (87%)...
Inserting image 660 at 26.36s (88%)...
Inserting image 661 at 26.40s (88%)...
Inserting image 662 at 26.44s (88%)...
Inserting image 663 at 26.48s (88%)...
Inserting image 664 at 26.52s (88%)...
Inserting image 665 at 26.56s (88%)...
Inserting image 666 at 26.60s (88%)...
Inserting image 667 at 26.64s (88%)...
Inserting image 668 at 26.68s (89%)...
Inserting image 669 at 26.72s (89%)...
Inserting image 670 at 26.76s (89%)...
Inserting image 671 at 26.80s (89%)...
Inserting image 672 at 26.84s (89%)...
Inserting image 673 at 26.88s (89%)...
Inserting image 674 at 26.92s (89%)...
Inserting image 675 at 26.96s (90%)...
Inserting image 676 at 27.00s (90%)...
Inserting image 677 at 27.04s (90%)...
Inserting image 678 at 27.08s (90%)...
Inserting image 679 at 27.12s (90%)...
Inserting image 680 at 27.16s (90%)...
Inserting image 681 at 27.20s (90%)...
Inserting image 682 at 27.24s (90%)...
Inserting image 683 at 27.28s (91%)...
Inserting image 684 at 27.32s (91%)...
Inserting image 685 at 27.36s (91%)...
Inserting image 686 at 27.40s (91%)...
Inserting image 687 at 27.44s (91%)...
Inserting image 688 at 27.48s (91%)...
Inserting image 689 at 27.52s (91%)...
Inserting image 690 at 27.56s (92%)...
Inserting image 691 at 27.60s (92%)...
Inserting image 692 at 27.64s (92%)...
Inserting image 693 at 27.68s (92%)...
Inserting image 694 at 27.72s (92%)...
Inserting image 695 at 27.76s (92%)...
Inserting image 696 at 27.80s (92%)...
Inserting image 697 at 27.84s (92%)...
Inserting image 698 at 27.88s (93%)...
Inserting image 699 at 27.92s (93%)...
Inserting image 700 at 27.96s (93%)...
Inserting image 701 at 28.00s (93%)...
Inserting image 702 at 28.04s (93%)...
Inserting image 703 at 28.08s (93%)...
Inserting image 704 at 28.12s (93%)...
Inserting image 705 at 28.16s (94%)...
Inserting image 706 at 28.20s (94%)...
Inserting image 707 at 28.24s (94%)...
Inserting image 708 at 28.28s (94%)...
Inserting image 709 at 28.32s (94%)...
Inserting image 710 at 28.36s (94%)...
Inserting image 711 at 28.40s (94%)...
Inserting image 712 at 28.44s (94%)...
Inserting image 713 at 28.48s (95%)...
Inserting image 714 at 28.52s (95%)...
Inserting image 715 at 28.56s (95%)...
Inserting image 716 at 28.60s (95%)...
Inserting image 717 at 28.64s (95%)...
Inserting image 718 at 28.68s (95%)...
Inserting image 719 at 28.72s (95%)...
Inserting image 720 at 28.76s (96%)...
Inserting image 721 at 28.80s (96%)...
Inserting image 722 at 28.84s (96%)...
Inserting image 723 at 28.88s (96%)...
Inserting image 724 at 28.92s (96%)...
Inserting image 725 at 28.96s (96%)...
Inserting image 726 at 29.00s (96%)...
Inserting image 727 at 29.04s (96%)...
Inserting image 728 at 29.08s (97%)...
Inserting image 729 at 29.12s (97%)...
Inserting image 730 at 29.16s (97%)...
Inserting image 731 at 29.20s (97%)...
Inserting image 732 at 29.24s (97%)...
Inserting image 733 at 29.28s (97%)...
Inserting image 734 at 29.32s (97%)...
Inserting image 735 at 29.36s (98%)...
Inserting image 736 at 29.40s (98%)...
Inserting image 737 at 29.44s (98%)...
Inserting image 738 at 29.48s (98%)...
Inserting image 739 at 29.52s (98%)...
Inserting image 740 at 29.56s (98%)...
Inserting image 741 at 29.60s (98%)...
Inserting image 742 at 29.64s (98%)...
Inserting image 743 at 29.68s (99%)...
Inserting image 744 at 29.72s (99%)...
Inserting image 745 at 29.76s (99%)...
Inserting image 746 at 29.80s (99%)...
Inserting image 747 at 29.84s (99%)...
Inserting image 748 at 29.88s (99%)...
Inserting image 749 at 29.92s (99%)...
Inserting image 750 at 29.96s (100%)...
Encoding to gif... done!

showsYear <-
  nom90 %>%
  group_by(year, title, type) %>%
  summarise(no = n()) %>%
  spread (type, no)

`summarise()` has grouped output by 'year', 'title'. You can override using the `.groups` argument.

showsYear[is.na(showsYear)] <- 0

showsYearTest <- showsYear %>% filter(title == 'lost')


df <- data.frame(grupo = LETTERS[1:3],
                 valor = c(25, 20, 35))
df_melt <- reshape2::melt(showsYearTest, id.vars=c('year','title'))
# Gráfico waffle
ggplot(df_melt, aes(fill = variable, values = value)) +
  geom_waffle(n_rows = 8, size = 0.9, colour = "white") +
  scale_fill_manual(name = NULL,
                    values = c("#999999", "#FF9900"),
                    labels = c("Nominee", "Winner")) +
  coord_equal() +
  theme_void()+
  theme(legend.position="top")+
  facet_wrap(~year, nrow = 1, strip.position = "bottom")

library(ggrepel)
library(ggtext)

shows <-
  nom90 %>%
  filter(distributor%in% c('netflix', 'hbo', 'prime video', 'apple tv', 'disney+'))%>%
  group_by(distributor, type, year) %>%
  summarise(no = n()) %>%
  spread (type, no)

`summarise()` has grouped output by 'distributor', 'type'. You can override using the `.groups` argument.

showPlot$logo <- NA
showPlot$logo[showPlot$distributor=='netflix'] <- "<img width=20 src='https://i.pinimg.com/originals/8c/51/0e/8c510ee7de078ac4eaafdb9d15a810dd.png'>"
# showPlot$logo[showPlot$distributor=='apple tv'] <- "<img width=20 src='https://wiseplaylistasiptv.com/wp-content/uploads/2020/11/1269701_ico.png'>"
showPlot$logo[showPlot$distributor=='hbo'] <- "<img width=20 src='https://img.apksum.com/e2/com.hbo.android.app/3.6.1/icon.png'>"
showPlot$logo[showPlot$distributor=='disney+'] <- "<img width=20 src='https://cdn.iconscout.com/icon/free/png-256/disney-282116.png'>"



showPlot <- showPlot %>% 
  mutate(label = if_else(year == max(year), as.character(logo), NA_character_))



ggplot(showPlot, aes(x=year, y=Winner, group=distributor)) +
  geom_line(aes(color=distributor))+
  geom_point(aes(color=distributor))+
  geom_richtext(aes(label = label), nudge_x = 1, na.rm = TRUE, fill = alpha(c("white"),0), color= alpha(c("white"),0))

Warning: Removed 1 row(s) containing missing values (geom_path).
Warning: Removed 4 rows containing missing values (geom_point).